sota performance
An abbreviation for 'state-of-the-art performance', referring to the best known performance level achieved by current models or algorithms on specific benchmarks, setting a standard for comparison within the field.
- Absolute Zero: Reinforced Self-play Reasoning with Zero Data
- Controlled Visual Hallucination via Thalamus-Driven Decoupling Network for Domain Adaptation of Black-Box Predictors
- Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles
- Explore In-Context Message Passing Operator for Graph Neural Networks in A Mean Field Game
- MS-BART: Unified Modeling of Mass Spectra and Molecules for Structure Elucidation
- OWMM-Agent: Open World Mobile Manipulation With Multi-modal Agentic Data Synthesis
- Retrv-R1: A Reasoning-Driven MLLM Framework for Universal and Efficient Multimodal Retrieval
- Robust Policy Expansion for Offline-to-Online RL under Diverse Data Corruption
- SALS: Sparse Attention in Latent Space for KV Cache Compression
- SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
- Tackling Continual Offline RL through Selective Weights Activation on Aligned Spaces